You need to lure the boss near the large gas tanks and shoot them to stun him for a few moments, then shoot him either with the handgun or rifle.

Basically just keep running and shooting; a good place to get him after the tanks have been used up is the wooden stairwell area where you can use the rifle to shoot at him from a distance while he walks around the railing to get at you.